search-intelligence

AI-Powered Content Opportunity Scoring using Machine Learning | FlyRank ML Internship Capstone | Random Forest Regression | Search Intelligence

Powehi Universal SEO: cross-platform SEO, AI Search and GEO intelligence toolkit with evidence-led audits, portable skills, specialist agents, FLOW, Google/MCP integrations, and bilingual documentation.

A framework for converting high-volume operational documents into structured, searchable, and actionable information through automated extraction, matching, classification, and routing.

A framework for standardizing correspondence-driven account identification through signal normalization, intelligent search generation, confidence scoring, and auditable decision support.

Production-grade enhanced CS50AI PageRank platform that ranks web pages using Markov chains, random walks, iterative convergence, graph intelligence, Streamlit analytics, Docker deployment, CI/CD, structured logging, Playwright tests, and visual graph insight demo.

Independent AI-Readiness & Search Intelligence Protocol. Established 2009 - Reclaimed 2026.

perplexity ai search extraction

Maxpel is an SEO + AEO intelligence system that helps you figure out what people are searching for, what your site should answer, where your content is weak or outdated, and what you should create, improve, consolidate, or leave alone.

Applied Search Intelligence capstone: Probability-calibrated Random Forest ranking engine for organic content decay.

Oracle Search working link

Public-safe FlyRank ML internship capstone: leakage-aware content-refresh prioritization using anonymized search data, grouped validation, interpretable modeling, and reproducible evaluation.

DemandSphere — independent third-party profile of a public API surface, by API Evangelist. DemandSphere is a unified AI search visibility platform (founded 2010, Y Combinator S10) that tracks brand presence across traditional search engine results pages, AI search engines (ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode), and agentic surfaces.